SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

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Papers

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Showing 2901–2925 of 4740 papers

TitleStatusHype
Learning Comment Generation by Leveraging User-Generated Data—0
Dynamic Thresholding Mechanisms for IR-Based Filtering in Efficient Source Code Plagiarism Detection—0
Automatic Identification and Ranking of Emergency Aids in Social Media Macro Community—0
Investigating non-classical correlations between decision fused multi-modal documents—0
Time-Aware and Corpus-Specific Entity Relatedness—0
The Capacity of Private Information Retrieval from Uncoded Storage Constrained Databases—0
From Neural Re-Ranking to Neural Ranking: Learning a Sparse Representation for Inverted IndexingCode0
Fast Randomized PCA for Sparse DataCode0
Important Attribute Identification in Knowledge Graph—0
Probabilistic Blocking with An Application to the Syrian Conflict—0
textTOvec: Deep Contextualized Neural Autoregressive Topic Models of Language with Distributed Compositional PriorCode0
C-DLSI: An Extended LSI Tailored for Federated Text Retrieval—0
POIReviewQA: A Semantically Enriched POI Retrieval and Question Answering Dataset—0
Seq2Slate: Re-ranking and Slate Optimization with RNNs—0
HyTE: Hyperplane-based Temporally aware Knowledge Graph EmbeddingCode0
Ranking Paragraphs for Improving Answer Recall in Open-Domain Question AnsweringCode0
Identification of Parallel Sentences in Comparable Monolingual Corpora from Different Registers—0
Convolutional Interaction Network for Natural Language Inference—0
Listwise temporal ordering of events in clinical notesCode0
Interpretable Emoji Prediction via Label-Wise Attention LSTMs—0
Topic Intrusion for Automatic Topic Model Evaluation—0
Cross-topic Argument Mining from Heterogeneous Sources—0
Linguistically-Based Deep Unstructured Question Answering—0
A dataset and baselines for sequential open-domain question answering—0
Aggregated Semantic Matching for Short Text Entity Linking—0
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All datasetsBSARDMS MARCOCQADupStackTREC-PMAmazonMSLR WEB30KMSMARCOMTEBNews HeadlinesOhsumed

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Two-tower Bi-Encoder (RoBERTa)Recall@10074.78—Unverified
2Siamese Bi-Encoder (RoBERTa)Recall@10071.63—Unverified
3BM25Recall@10051.33—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAE v2MRR@1042.58—Unverified
2ConAE-256Time (ms)0.33—Unverified
3ConAE-128Time (ms)0.32—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BmAP@1000.16—Unverified
2TSDAEmAP@1000.15—Unverified
#ModelMetricClaimedVerifiedStatus
1hpipubcommoninfNDCG0.56—Unverified
2hpictallinfNDCG0.55—Unverified
#ModelMetricClaimedVerifiedStatus
1MINDHR@300.32—Unverified
#ModelMetricClaimedVerifiedStatus
1Distilled NetworknDCG@100.53—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAEMRR@100.42—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-5.8B-msmarconDCG@1050.25—Unverified
#ModelMetricClaimedVerifiedStatus
1Information Retrieval + SVM1:1 Accuracy83.79—Unverified
#ModelMetricClaimedVerifiedStatus
1BERT+CONCEPT FILTERNDCG0.25—Unverified